Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 4647 |
| Missing cells | 542 |
| Missing cells (%) | 0.6% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.7 MiB |
| Average record size in memory | 615.0 B |
Variable types
| Categorical | 5 |
|---|---|
| Numeric | 15 |
| Boolean | 1 |
specialization has a high cardinality: 358 distinct values | High cardinality |
specialization_en has a high cardinality: 172 distinct values | High cardinality |
city has a high cardinality: 807 distinct values | High cardinality |
specialization_id is highly overall correlated with country_code and 1 other fields | High correlation |
city_id is highly overall correlated with country_code and 1 other fields | High correlation |
fc_price is highly overall correlated with avg_price | High correlation |
first_class_profiles is highly overall correlated with first_class_goal and 1 other fields | High correlation |
eligible_slots is highly overall correlated with premium and 6 other fields | High correlation |
premium is highly overall correlated with eligible_slots and 6 other fields | High correlation |
first_class_goal is highly overall correlated with first_class_profiles and 5 other fields | High correlation |
available_slots is highly overall correlated with eligible_slots and 2 other fields | High correlation |
traffic_x is highly overall correlated with user_bookings | High correlation |
bookable_hours_month is highly overall correlated with eligible_slots and 4 other fields | High correlation |
active_calendars is highly overall correlated with first_class_profiles and 6 other fields | High correlation |
avg_price is highly overall correlated with fc_price | High correlation |
admin_bookings is highly overall correlated with eligible_slots and 4 other fields | High correlation |
user_bookings is highly overall correlated with eligible_slots and 6 other fields | High correlation |
country_code is highly overall correlated with specialization_id and 2 other fields | High correlation |
first_class_limit is highly overall correlated with specialization_id and 2 other fields | High correlation |
median_active_months has 542 (11.7%) missing values | Missing |
first_class_profiles has 542 (11.7%) zeros | Zeros |
eligible_slots has 81 (1.7%) zeros | Zeros |
available_slots has 3180 (68.4%) zeros | Zeros |
median_active_months has 199 (4.3%) zeros | Zeros |
traffic_x has 48 (1.0%) zeros | Zeros |
bookable_hours_month has 685 (14.7%) zeros | Zeros |
active_calendars has 663 (14.3%) zeros | Zeros |
avg_price has 827 (17.8%) zeros | Zeros |
admin_bookings has 785 (16.9%) zeros | Zeros |
user_bookings has 648 (13.9%) zeros | Zeros |
Reproduction
| Analysis started | 2023-09-21 18:03:00.861740 |
|---|---|
| Analysis finished | 2023-09-21 18:06:51.241649 |
| Duration | 3 minutes and 50.38 seconds |
| Software version | pandas-profiling v3.6.6 |
| Download configuration | config.json |
country_code
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 304.1 KiB |
| mx | |
|---|---|
| br | |
| pl | |
| it | |
| es | |
| Other values (4) |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 9294 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ar |
|---|---|
| 2nd row | ar |
| 3rd row | ar |
| 4th row | ar |
| 5th row | ar |
Common Values
| Value | Count | Frequency (%) |
| mx | 1482 | |
| br | 1038 | |
| pl | 648 | |
| it | 600 | |
| es | 341 | 7.3% |
| de | 187 | 4.0% |
| co | 129 | 2.8% |
| cl | 121 | 2.6% |
| ar | 101 | 2.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| mx | 1482 | |
| br | 1038 | |
| pl | 648 | |
| it | 600 | |
| es | 341 | 7.3% |
| de | 187 | 4.0% |
| co | 129 | 2.8% |
| cl | 121 | 2.6% |
| ar | 101 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| m | 1482 | |
| x | 1482 | |
| r | 1139 | |
| b | 1038 | |
| l | 769 | |
| p | 648 | |
| i | 600 | |
| t | 600 | |
| e | 528 | 5.7% |
| s | 341 | 3.7% |
| Other values (4) | 667 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 9294 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| m | 1482 | |
| x | 1482 | |
| r | 1139 | |
| b | 1038 | |
| l | 769 | |
| p | 648 | |
| i | 600 | |
| t | 600 | |
| e | 528 | 5.7% |
| s | 341 | 3.7% |
| Other values (4) | 667 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 9294 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| m | 1482 | |
| x | 1482 | |
| r | 1139 | |
| b | 1038 | |
| l | 769 | |
| p | 648 | |
| i | 600 | |
| t | 600 | |
| e | 528 | 5.7% |
| s | 341 | 3.7% |
| Other values (4) | 667 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 9294 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| m | 1482 | |
| x | 1482 | |
| r | 1139 | |
| b | 1038 | |
| l | 769 | |
| p | 648 | |
| i | 600 | |
| t | 600 | |
| e | 528 | 5.7% |
| s | 341 | 3.7% |
| Other values (4) | 667 |
specialization_id
Real number (ℝ)
| Distinct | 157 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.637831 |
| Minimum | 1 |
|---|---|
| Maximum | 191 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 72.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 8 |
| Q1 | 30 |
| median | 60 |
| Q3 | 78 |
| 95-th percentile | 125 |
| Maximum | 191 |
| Range | 190 |
| Interquartile range (IQR) | 48 |
Descriptive statistics
| Standard deviation | 35.303327 |
|---|---|
| Coefficient of variation (CV) | 0.60205718 |
| Kurtosis | 0.62022034 |
| Mean | 58.637831 |
| Median Absolute Deviation (MAD) | 24 |
| Skewness | 0.69417506 |
| Sum | 272490 |
| Variance | 1246.3249 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 76 | 171 | 3.7% |
| 78 | 169 | 3.6% |
| 12 | 145 | 3.1% |
| 60 | 145 | 3.1% |
| 93 | 135 | 2.9% |
| 63 | 123 | 2.6% |
| 64 | 110 | 2.4% |
| 30 | 107 | 2.3% |
| 69 | 100 | 2.2% |
| 71 | 90 | 1.9% |
| Other values (147) | 3352 |
| Value | Count | Frequency (%) |
| 1 | 8 | 0.2% |
| 2 | 34 | |
| 3 | 5 | 0.1% |
| 4 | 13 | 0.3% |
| 5 | 32 | |
| 6 | 21 | 0.5% |
| 7 | 76 | |
| 8 | 48 | |
| 9 | 3 | 0.1% |
| 10 | 38 |
| Value | Count | Frequency (%) |
| 191 | 2 | < 0.1% |
| 190 | 2 | < 0.1% |
| 184 | 3 | |
| 182 | 1 | < 0.1% |
| 180 | 5 | |
| 177 | 1 | < 0.1% |
| 176 | 6 | |
| 175 | 1 | < 0.1% |
| 174 | 2 | < 0.1% |
| 172 | 1 | < 0.1% |
city_id
Real number (ℝ)
| Distinct | 762 |
|---|---|
| Distinct (%) | 16.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3303.1364 |
| Minimum | 4 |
|---|---|
| Maximum | 31887 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 72.6 KiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 82 |
| Q1 | 420 |
| median | 1057 |
| Q3 | 3112 |
| 95-th percentile | 18417 |
| Maximum | 31887 |
| Range | 31883 |
| Interquartile range (IQR) | 2692 |
Descriptive statistics
| Standard deviation | 5940.6844 |
|---|---|
| Coefficient of variation (CV) | 1.7984981 |
| Kurtosis | 7.7110262 |
| Mean | 3303.1364 |
| Median Absolute Deviation (MAD) | 802 |
| Skewness | 2.8496111 |
| Sum | 15349675 |
| Variance | 35291732 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1610 | 69 | 1.5% |
| 162 | 69 | 1.5% |
| 5228 | 68 | 1.5% |
| 22535 | 66 | 1.4% |
| 824 | 64 | 1.4% |
| 3650 | 64 | 1.4% |
| 1688 | 55 | 1.2% |
| 15469 | 53 | 1.1% |
| 626 | 52 | 1.1% |
| 1623 | 48 | 1.0% |
| Other values (752) | 4039 |
| Value | Count | Frequency (%) |
| 4 | 9 | 0.2% |
| 8 | 3 | 0.1% |
| 9 | 13 | 0.3% |
| 11 | 3 | 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 5 | 0.1% |
| 16 | 6 | 0.1% |
| 19 | 38 | |
| 20 | 23 | |
| 22 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 31887 | 3 | 0.1% |
| 31363 | 2 | < 0.1% |
| 31297 | 6 | |
| 30499 | 1 | < 0.1% |
| 30387 | 1 | < 0.1% |
| 30255 | 11 | |
| 29983 | 4 | 0.1% |
| 29167 | 3 | 0.1% |
| 29041 | 2 | < 0.1% |
| 28653 | 1 | < 0.1% |
specialization
Categorical
| Distinct | 358 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 403.8 KiB |
| Psicólogo | 352 |
|---|---|
| Psiquiatra | 152 |
| Ginecólogo | 121 |
| Urólogo | 108 |
| Traumatólogo | 82 |
| Other values (353) |
Length
| Max length | 52 |
|---|---|
| Median length | 42 |
| Mean length | 13.054444 |
| Min length | 6 |
Characters and Unicode
| Total characters | 60664 |
|---|---|
| Distinct characters | 66 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 80 ? |
|---|---|
| Unique (%) | 1.7% |
Sample
| 1st row | Urólogo |
|---|---|
| 2nd row | Médico clínico |
| 3rd row | Psicólogo |
| 4th row | Neurocirujano |
| 5th row | Psicólogo |
Common Values
| Value | Count | Frequency (%) |
| Psicólogo | 352 | 7.6% |
| Psiquiatra | 152 | 3.3% |
| Ginecólogo | 121 | 2.6% |
| Urólogo | 108 | 2.3% |
| Traumatólogo | 82 | 1.8% |
| Pediatra | 81 | 1.7% |
| Cirujano general | 81 | 1.7% |
| Oftalmólogo | 79 | 1.7% |
| Dentista | 78 | 1.7% |
| Dentista - Odontólogo | 70 | 1.5% |
| Other values (348) | 3443 |
Length
| Value | Count | Frequency (%) |
| psicólogo | 363 | 5.7% |
| cirujano | 184 | 2.9% |
| dentista | 173 | 2.7% |
| psiquiatra | 155 | 2.4% |
| 144 | 2.3% | |
| médico | 142 | 2.2% |
| cirurgião | 137 | 2.2% |
| general | 133 | 2.1% |
| ginecólogo | 127 | 2.0% |
| pediatra | 119 | 1.9% |
| Other values (338) | 4653 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 8259 | |
| i | 5328 | 8.8% |
| a | 4770 | 7.9% |
| t | 4245 | 7.0% |
| r | 4106 | 6.8% |
| l | 3775 | 6.2% |
| g | 3487 | 5.7% |
| e | 3465 | 5.7% |
| s | 2669 | 4.4% |
| c | 2529 | 4.2% |
| Other values (56) | 18031 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 54972 | |
| Uppercase Letter | 3764 | 6.2% |
| Space Separator | 1683 | 2.8% |
| Dash Punctuation | 172 | 0.3% |
| Other Punctuation | 31 | 0.1% |
| Open Punctuation | 21 | < 0.1% |
| Close Punctuation | 21 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 8259 | |
| i | 5328 | |
| a | 4770 | 8.7% |
| t | 4245 | 7.7% |
| r | 4106 | 7.5% |
| l | 3775 | 6.9% |
| g | 3487 | 6.3% |
| e | 3465 | 6.3% |
| s | 2669 | 4.9% |
| c | 2529 | 4.6% |
| Other values (28) | 12339 |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 729 | |
| O | 489 | |
| C | 446 | |
| N | 316 | |
| D | 311 | |
| G | 274 | 7.3% |
| U | 190 | 5.0% |
| M | 166 | 4.4% |
| T | 155 | 4.1% |
| E | 145 | 3.9% |
| Other values (12) | 543 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 30 | |
| , | 1 | 3.2% |
Space Separator
| Value | Count | Frequency (%) |
| 1683 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 172 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 21 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 21 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 58736 | |
| Common | 1928 | 3.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 8259 | |
| i | 5328 | 9.1% |
| a | 4770 | 8.1% |
| t | 4245 | 7.2% |
| r | 4106 | 7.0% |
| l | 3775 | 6.4% |
| g | 3487 | 5.9% |
| e | 3465 | 5.9% |
| s | 2669 | 4.5% |
| c | 2529 | 4.3% |
| Other values (50) | 16103 |
Common
| Value | Count | Frequency (%) |
| 1683 | ||
| - | 172 | 8.9% |
| & | 30 | 1.6% |
| ( | 21 | 1.1% |
| ) | 21 | 1.1% |
| , | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 58391 | |
| None | 2273 | 3.7% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 8259 | |
| i | 5328 | 9.1% |
| a | 4770 | 8.2% |
| t | 4245 | 7.3% |
| r | 4106 | 7.0% |
| l | 3775 | 6.5% |
| g | 3487 | 6.0% |
| e | 3465 | 5.9% |
| s | 2669 | 4.6% |
| c | 2529 | 4.3% |
| Other values (43) | 15758 |
None
| Value | Count | Frequency (%) |
| ó | 1557 | |
| é | 183 | 8.1% |
| ã | 180 | 7.9% |
| á | 123 | 5.4% |
| í | 79 | 3.5% |
| ę | 53 | 2.3% |
| ä | 25 | 1.1% |
| ç | 24 | 1.1% |
| ą | 18 | 0.8% |
| ü | 14 | 0.6% |
| Other values (3) | 17 | 0.7% |
specialization_en
Categorical
| Distinct | 172 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 359.1 KiB |
| psychologist | |
|---|---|
| dentist | 279 |
| gynecologist | 229 |
| urologist | 205 |
| psychiatrist | 182 |
| Other values (167) |
Length
| Max length | 50 |
|---|---|
| Median length | 42 |
| Mean length | 14.121369 |
| Min length | 6 |
Characters and Unicode
| Total characters | 65622 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 30 ? |
|---|---|
| Unique (%) | 0.6% |
Sample
| 1st row | urologist |
|---|---|
| 2nd row | clinician |
| 3rd row | psychologist |
| 4th row | neurosurgeon |
| 5th row | psychologist |
Common Values
| Value | Count | Frequency (%) |
| psychologist | 467 | 10.0% |
| dentist | 279 | 6.0% |
| gynecologist | 229 | 4.9% |
| urologist | 205 | 4.4% |
| psychiatrist | 182 | 3.9% |
| ophthalmologist | 138 | 3.0% |
| dermatologist | 129 | 2.8% |
| general surgeon | 127 | 2.7% |
| orthopedist | 117 | 2.5% |
| cardiologist | 114 | 2.5% |
| Other values (162) | 2660 |
Length
| Value | Count | Frequency (%) |
| surgeon | 530 | 8.5% |
| psychologist | 503 | 8.0% |
| dentist | 289 | 4.6% |
| gynecologist | 229 | 3.7% |
| general | 223 | 3.6% |
| urologist | 209 | 3.3% |
| psychiatrist | 188 | 3.0% |
| orthopedist | 169 | 2.7% |
| specialist | 151 | 2.4% |
| ophthalmologist | 142 | 2.3% |
| Other values (153) | 3617 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 7646 | |
| t | 7113 | |
| i | 6984 | |
| s | 6027 | |
| e | 4313 | 6.6% |
| r | 4108 | 6.3% |
| g | 3769 | 5.7% |
| l | 3672 | 5.6% |
| n | 3670 | 5.6% |
| a | 3485 | 5.3% |
| Other values (16) | 14835 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 64005 | |
| Space Separator | 1616 | 2.5% |
| Other Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 7646 | |
| t | 7113 | |
| i | 6984 | |
| s | 6027 | |
| e | 4313 | 6.7% |
| r | 4108 | 6.4% |
| g | 3769 | 5.9% |
| l | 3672 | 5.7% |
| n | 3670 | 5.7% |
| a | 3485 | 5.4% |
| Other values (14) | 13218 |
Space Separator
| Value | Count | Frequency (%) |
| 1616 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 64005 | |
| Common | 1617 | 2.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 7646 | |
| t | 7113 | |
| i | 6984 | |
| s | 6027 | |
| e | 4313 | 6.7% |
| r | 4108 | 6.4% |
| g | 3769 | 5.9% |
| l | 3672 | 5.7% |
| n | 3670 | 5.7% |
| a | 3485 | 5.4% |
| Other values (14) | 13218 |
Common
| Value | Count | Frequency (%) |
| 1616 | ||
| , | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 65622 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 7646 | |
| t | 7113 | |
| i | 6984 | |
| s | 6027 | |
| e | 4313 | 6.6% |
| r | 4108 | 6.3% |
| g | 3769 | 5.7% |
| l | 3672 | 5.6% |
| n | 3670 | 5.6% |
| a | 3485 | 5.3% |
| Other values (16) | 14835 |
city
Categorical
| Distinct | 807 |
|---|---|
| Distinct (%) | 17.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 374.0 KiB |
| Ciudad de México | 69 |
|---|---|
| Warszawa | 69 |
| São Paulo | 68 |
| Roma | 66 |
| Rio de Janeiro | 64 |
| Other values (802) |
Length
| Max length | 26 |
|---|---|
| Median length | 23 |
| Mean length | 9.4540564 |
| Min length | 3 |
Characters and Unicode
| Total characters | 43933 |
|---|---|
| Distinct characters | 84 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 362 ? |
|---|---|
| Unique (%) | 7.8% |
Sample
| 1st row | Neuquén Capital |
|---|---|
| 2nd row | Mendoza Capital |
| 3rd row | Vicente López |
| 4th row | Mendoza Capital |
| 5th row | Neuquén Capital |
Common Values
| Value | Count | Frequency (%) |
| Ciudad de México | 69 | 1.5% |
| Warszawa | 69 | 1.5% |
| São Paulo | 68 | 1.5% |
| Roma | 66 | 1.4% |
| Rio de Janeiro | 64 | 1.4% |
| Wrocław | 55 | 1.2% |
| Milano | 53 | 1.1% |
| Kraków | 52 | 1.1% |
| Cuauhtémoc | 49 | 1.1% |
| Belo Horizonte | 48 | 1.0% |
| Other values (797) | 4054 |
Length
| Value | Count | Frequency (%) |
| de | 362 | 5.5% |
| são | 125 | 1.9% |
| ciudad | 101 | 1.5% |
| san | 95 | 1.4% |
| rio | 90 | 1.4% |
| juárez | 80 | 1.2% |
| méxico | 69 | 1.0% |
| warszawa | 69 | 1.0% |
| paulo | 68 | 1.0% |
| roma | 66 | 1.0% |
| Other values (930) | 5485 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 6153 | 14.0% |
| o | 3519 | 8.0% |
| e | 3140 | 7.1% |
| i | 2715 | 6.2% |
| r | 2690 | 6.1% |
| l | 2350 | 5.3% |
| n | 2190 | 5.0% |
| 1963 | 4.5% | |
| u | 1658 | 3.8% |
| d | 1484 | 3.4% |
| Other values (74) | 16071 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 35806 | |
| Uppercase Letter | 6136 | 14.0% |
| Space Separator | 1963 | 4.5% |
| Other Punctuation | 15 | < 0.1% |
| Dash Punctuation | 13 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 6153 | |
| o | 3519 | |
| e | 3140 | 8.8% |
| i | 2715 | 7.6% |
| r | 2690 | 7.5% |
| l | 2350 | 6.6% |
| n | 2190 | 6.1% |
| u | 1658 | 4.6% |
| d | 1484 | 4.1% |
| t | 1409 | 3.9% |
| Other values (39) | 8498 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 780 | |
| M | 611 | 10.0% |
| S | 555 | 9.0% |
| P | 524 | 8.5% |
| B | 499 | 8.1% |
| G | 393 | 6.4% |
| T | 328 | 5.3% |
| R | 283 | 4.6% |
| J | 265 | 4.3% |
| L | 232 | 3.8% |
| Other values (21) | 1666 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 9 | |
| ' | 6 |
Space Separator
| Value | Count | Frequency (%) |
| 1963 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 13 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 41942 | |
| Common | 1991 | 4.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 6153 | |
| o | 3519 | 8.4% |
| e | 3140 | 7.5% |
| i | 2715 | 6.5% |
| r | 2690 | 6.4% |
| l | 2350 | 5.6% |
| n | 2190 | 5.2% |
| u | 1658 | 4.0% |
| d | 1484 | 3.5% |
| t | 1409 | 3.4% |
| Other values (70) | 14634 |
Common
| Value | Count | Frequency (%) |
| 1963 | ||
| - | 13 | 0.7% |
| , | 9 | 0.5% |
| ' | 6 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 42313 | |
| None | 1620 | 3.7% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 6153 | |
| o | 3519 | 8.3% |
| e | 3140 | 7.4% |
| i | 2715 | 6.4% |
| r | 2690 | 6.4% |
| l | 2350 | 5.6% |
| n | 2190 | 5.2% |
| 1963 | 4.6% | |
| u | 1658 | 3.9% |
| d | 1484 | 3.5% |
| Other values (46) | 14451 |
None
| Value | Count | Frequency (%) |
| ó | 328 | |
| é | 280 | |
| á | 237 | |
| ã | 154 | |
| í | 110 | 6.8% |
| ł | 102 | 6.3% |
| ń | 93 | 5.7% |
| â | 51 | 3.1% |
| ü | 48 | 3.0% |
| Ł | 43 | 2.7% |
| Other values (18) | 174 |
fc_price
Real number (ℝ)
| Distinct | 57 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4311.5293 |
| Minimum | 49 |
|---|---|
| Maximum | 504201.68 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 72.6 KiB |
Quantile statistics
| Minimum | 49 |
|---|---|
| 5-th percentile | 49 |
| Q1 | 195.02 |
| median | 199 |
| Q3 | 999 |
| 95-th percentile | 24369.75 |
| Maximum | 504201.68 |
| Range | 504152.68 |
| Interquartile range (IQR) | 803.98 |
Descriptive statistics
| Standard deviation | 21045.214 |
|---|---|
| Coefficient of variation (CV) | 4.8811483 |
| Kurtosis | 176.34163 |
| Mean | 4311.5293 |
| Median Absolute Deviation (MAD) | 150 |
| Skewness | 11.23748 |
| Sum | 20035677 |
| Variance | 4.4290103 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 999 | 1176 | |
| 195.02 | 825 | |
| 79 | 469 | 10.1% |
| 199 | 408 | 8.8% |
| 49 | 271 | 5.8% |
| 99 | 246 | 5.3% |
| 1599 | 162 | 3.5% |
| 299 | 151 | 3.2% |
| 67226.89 | 108 | 2.3% |
| 391.02 | 106 | 2.3% |
| Other values (47) | 725 |
| Value | Count | Frequency (%) |
| 49 | 271 | 5.8% |
| 69 | 29 | 0.6% |
| 79 | 469 | |
| 99 | 246 | 5.3% |
| 129 | 44 | 0.9% |
| 149 | 24 | 0.5% |
| 169 | 19 | 0.4% |
| 195.02 | 825 | |
| 199 | 408 | |
| 219 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 504201.68 | 1 | < 0.1% |
| 378151.26 | 3 | 0.1% |
| 252100.84 | 10 | 0.2% |
| 134453.78 | 2 | < 0.1% |
| 126050.42 | 7 | 0.2% |
| 100000 | 6 | 0.1% |
| 74789.92 | 5 | 0.1% |
| 67226.89 | 108 | |
| 49579.83 | 12 | 0.3% |
| 24369.75 | 96 |
is_listed
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 40.8 KiB |
| True | |
|---|---|
| False |
| Value | Count | Frequency (%) |
| True | 2579 | |
| False | 2068 |
first_class_profiles
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 17 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1542931 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 542 |
| Zeros (%) | 11.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 72.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 7 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.3050027 |
|---|---|
| Coefficient of variation (CV) | 1.0699578 |
| Kurtosis | 6.1631635 |
| Mean | 2.1542931 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.259911 |
| Sum | 10011 |
| Variance | 5.3130374 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2156 | |
| 2 | 697 | 15.0% |
| 0 | 542 | 11.7% |
| 3 | 404 | 8.7% |
| 4 | 265 | 5.7% |
| 5 | 165 | 3.6% |
| 6 | 144 | 3.1% |
| 7 | 79 | 1.7% |
| 8 | 61 | 1.3% |
| 9 | 36 | 0.8% |
| Other values (7) | 98 | 2.1% |
| Value | Count | Frequency (%) |
| 0 | 542 | 11.7% |
| 1 | 2156 | |
| 2 | 697 | 15.0% |
| 3 | 404 | 8.7% |
| 4 | 265 | 5.7% |
| 5 | 165 | 3.6% |
| 6 | 144 | 3.1% |
| 7 | 79 | 1.7% |
| 8 | 61 | 1.3% |
| 9 | 36 | 0.8% |
| Value | Count | Frequency (%) |
| 16 | 1 | < 0.1% |
| 15 | 10 | 0.2% |
| 14 | 6 | 0.1% |
| 13 | 7 | 0.2% |
| 12 | 16 | 0.3% |
| 11 | 22 | 0.5% |
| 10 | 36 | |
| 9 | 36 | |
| 8 | 61 | |
| 7 | 79 |
eligible_slots
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 172 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.607274 |
| Minimum | 0 |
|---|---|
| Maximum | 649 |
| Zeros | 81 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 72.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 8 |
| Q3 | 17 |
| 95-th percentile | 60 |
| Maximum | 649 |
| Range | 649 |
| Interquartile range (IQR) | 14 |
Descriptive statistics
| Standard deviation | 32.626502 |
|---|---|
| Coefficient of variation (CV) | 1.9645911 |
| Kurtosis | 80.156677 |
| Mean | 16.607274 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 7.1228848 |
| Sum | 77174 |
| Variance | 1064.4887 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 604 | 13.0% |
| 2 | 384 | 8.3% |
| 3 | 331 | 7.1% |
| 5 | 255 | 5.5% |
| 4 | 241 | 5.2% |
| 6 | 211 | 4.5% |
| 9 | 171 | 3.7% |
| 7 | 168 | 3.6% |
| 8 | 164 | 3.5% |
| 10 | 153 | 3.3% |
| Other values (162) | 1965 |
| Value | Count | Frequency (%) |
| 0 | 81 | 1.7% |
| 1 | 604 | |
| 2 | 384 | |
| 3 | 331 | |
| 4 | 241 | 5.2% |
| 5 | 255 | |
| 6 | 211 | 4.5% |
| 7 | 168 | 3.6% |
| 8 | 164 | 3.5% |
| 9 | 171 | 3.7% |
| Value | Count | Frequency (%) |
| 649 | 1 | |
| 519 | 1 | |
| 481 | 1 | |
| 398 | 1 | |
| 390 | 1 | |
| 383 | 1 | |
| 368 | 1 | |
| 337 | 1 | |
| 304 | 1 | |
| 285 | 1 |
premium
Real number (ℝ)
| Distinct | 215 |
|---|---|
| Distinct (%) | 4.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 22.98838 |
| Minimum | 1 |
|---|---|
| Maximum | 873 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 72.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 4 |
| median | 11 |
| Q3 | 24 |
| 95-th percentile | 80 |
| Maximum | 873 |
| Range | 872 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 43.508059 |
|---|---|
| Coefficient of variation (CV) | 1.892611 |
| Kurtosis | 72.30696 |
| Mean | 22.98838 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 6.7273811 |
| Sum | 106827 |
| Variance | 1892.9512 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 507 | 10.9% |
| 3 | 285 | 6.1% |
| 2 | 272 | 5.9% |
| 4 | 242 | 5.2% |
| 5 | 191 | 4.1% |
| 7 | 173 | 3.7% |
| 6 | 170 | 3.7% |
| 8 | 146 | 3.1% |
| 15 | 141 | 3.0% |
| 9 | 133 | 2.9% |
| Other values (205) | 2387 |
| Value | Count | Frequency (%) |
| 1 | 507 | |
| 2 | 272 | |
| 3 | 285 | |
| 4 | 242 | |
| 5 | 191 | 4.1% |
| 6 | 170 | 3.7% |
| 7 | 173 | 3.7% |
| 8 | 146 | 3.1% |
| 9 | 133 | 2.9% |
| 10 | 118 | 2.5% |
| Value | Count | Frequency (%) |
| 873 | 1 | |
| 653 | 1 | |
| 578 | 1 | |
| 467 | 1 | |
| 463 | 1 | |
| 461 | 1 | |
| 449 | 1 | |
| 446 | 1 | |
| 436 | 1 | |
| 408 | 1 |
first_class_limit
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 313.1 KiB |
| 15.0 | |
|---|---|
| 10.0 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Characters and Unicode
| Total characters | 18588 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 10.0 |
|---|---|
| 2nd row | 10.0 |
| 3rd row | 10.0 |
| 4th row | 10.0 |
| 5th row | 10.0 |
Common Values
| Value | Count | Frequency (%) |
| 15.0 | 2627 | |
| 10.0 | 2020 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 15.0 | 2627 | |
| 10.0 | 2020 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6667 | |
| 1 | 4647 | |
| . | 4647 | |
| 5 | 2627 | 14.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13941 | |
| Other Punctuation | 4647 | 25.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6667 | |
| 1 | 4647 | |
| 5 | 2627 | 18.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4647 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 18588 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6667 | |
| 1 | 4647 | |
| . | 4647 | |
| 5 | 2627 | 14.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 18588 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6667 | |
| 1 | 4647 | |
| . | 4647 | |
| 5 | 2627 | 14.1% |
first_class_goal
Real number (ℝ)
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9752529 |
| Minimum | 1 |
|---|---|
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 72.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 5 |
| 95-th percentile | 15 |
| Maximum | 15 |
| Range | 14 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.3698512 |
|---|---|
| Coefficient of variation (CV) | 1.0992637 |
| Kurtosis | 0.87476263 |
| Mean | 3.9752529 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.4772094 |
| Sum | 18473 |
| Variance | 19.095599 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2187 | |
| 2 | 586 | 12.6% |
| 4 | 348 | 7.5% |
| 15 | 346 | 7.4% |
| 10 | 273 | 5.9% |
| 5 | 271 | 5.8% |
| 3 | 244 | 5.3% |
| 9 | 95 | 2.0% |
| 6 | 87 | 1.9% |
| 11 | 59 | 1.3% |
| Other values (5) | 151 | 3.2% |
| Value | Count | Frequency (%) |
| 1 | 2187 | |
| 2 | 586 | 12.6% |
| 3 | 244 | 5.3% |
| 4 | 348 | 7.5% |
| 5 | 271 | 5.8% |
| 6 | 87 | 1.9% |
| 7 | 32 | 0.7% |
| 8 | 14 | 0.3% |
| 9 | 95 | 2.0% |
| 10 | 273 | 5.9% |
| Value | Count | Frequency (%) |
| 15 | 346 | |
| 14 | 29 | 0.6% |
| 13 | 35 | 0.8% |
| 12 | 41 | 0.9% |
| 11 | 59 | 1.3% |
| 10 | 273 | |
| 9 | 95 | 2.0% |
| 8 | 14 | 0.3% |
| 7 | 32 | 0.7% |
| 6 | 87 | 1.9% |
available_slots
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.8287067 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 3180 |
| Zeros (%) | 68.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 72.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1.5 |
| 95-th percentile | 10 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 3.532935 |
|---|---|
| Coefficient of variation (CV) | 1.9319309 |
| Kurtosis | 2.9122541 |
| Mean | 1.8287067 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.994463 |
| Sum | 8498 |
| Variance | 12.481629 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3180 | |
| 1 | 305 | 6.6% |
| 4 | 168 | 3.6% |
| 10 | 115 | 2.5% |
| 3 | 114 | 2.5% |
| 2 | 112 | 2.4% |
| 9 | 111 | 2.4% |
| 5 | 105 | 2.3% |
| 7 | 81 | 1.7% |
| 6 | 75 | 1.6% |
| Other values (6) | 281 | 6.0% |
| Value | Count | Frequency (%) |
| 0 | 3180 | |
| 1 | 305 | 6.6% |
| 2 | 112 | 2.4% |
| 3 | 114 | 2.5% |
| 4 | 168 | 3.6% |
| 5 | 105 | 2.3% |
| 6 | 75 | 1.6% |
| 7 | 81 | 1.7% |
| 8 | 57 | 1.2% |
| 9 | 111 | 2.4% |
| Value | Count | Frequency (%) |
| 15 | 34 | 0.7% |
| 14 | 20 | 0.4% |
| 13 | 43 | 0.9% |
| 12 | 62 | |
| 11 | 65 | |
| 10 | 115 | |
| 9 | 111 | |
| 8 | 57 | |
| 7 | 81 | |
| 6 | 75 |
median_active_months
Real number (ℝ)
MISSING  ZEROS 
| Distinct | 118 |
|---|---|
| Distinct (%) | 2.9% |
| Missing | 542 |
| Missing (%) | 11.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.062607 |
| Minimum | 0 |
|---|---|
| Maximum | 69 |
| Zeros | 199 |
| Zeros (%) | 4.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 72.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.6 |
| Q1 | 6 |
| median | 14 |
| Q3 | 28 |
| 95-th percentile | 54 |
| Maximum | 69 |
| Range | 69 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 16.359303 |
|---|---|
| Coefficient of variation (CV) | 0.85818816 |
| Kurtosis | -0.12334574 |
| Mean | 19.062607 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.95446128 |
| Sum | 78252 |
| Variance | 267.62681 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 199 | 4.3% |
| 10 | 156 | 3.4% |
| 2 | 148 | 3.2% |
| 6 | 143 | 3.1% |
| 54 | 141 | 3.0% |
| 3 | 137 | 2.9% |
| 8 | 121 | 2.6% |
| 7 | 118 | 2.5% |
| 9 | 116 | 2.5% |
| 14 | 112 | 2.4% |
| Other values (108) | 2714 | |
| (Missing) | 542 | 11.7% |
| Value | Count | Frequency (%) |
| 0 | 199 | |
| 0.5 | 7 | 0.2% |
| 1 | 109 | |
| 1.5 | 5 | 0.1% |
| 2 | 148 | |
| 2.5 | 13 | 0.3% |
| 3 | 137 | |
| 3.5 | 24 | 0.5% |
| 4 | 108 | |
| 4.5 | 16 | 0.3% |
| Value | Count | Frequency (%) |
| 69 | 1 | < 0.1% |
| 68 | 1 | < 0.1% |
| 59.5 | 1 | < 0.1% |
| 59 | 61 | |
| 58 | 5 | 0.1% |
| 57.5 | 2 | < 0.1% |
| 57 | 3 | 0.1% |
| 56 | 55 | 1.2% |
| 55 | 7 | 0.2% |
| 54 | 141 |
traffic_x
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 1855 |
|---|---|
| Distinct (%) | 39.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 939.41166 |
| Minimum | 0 |
|---|---|
| Maximum | 30988 |
| Zeros | 48 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 72.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 126 |
| median | 394 |
| Q3 | 1051 |
| 95-th percentile | 3740.3 |
| Maximum | 30988 |
| Range | 30988 |
| Interquartile range (IQR) | 925 |
Descriptive statistics
| Standard deviation | 1688.225 |
|---|---|
| Coefficient of variation (CV) | 1.7971088 |
| Kurtosis | 57.56996 |
| Mean | 939.41166 |
| Median Absolute Deviation (MAD) | 322 |
| Skewness | 5.8006057 |
| Sum | 4365446 |
| Variance | 2850103.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 48 | 1.0% |
| 20 | 31 | 0.7% |
| 6 | 28 | 0.6% |
| 12 | 28 | 0.6% |
| 4 | 26 | 0.6% |
| 24 | 26 | 0.6% |
| 30 | 22 | 0.5% |
| 8 | 20 | 0.4% |
| 18 | 20 | 0.4% |
| 32 | 20 | 0.4% |
| Other values (1845) | 4378 |
| Value | Count | Frequency (%) |
| 0 | 48 | |
| 1 | 2 | < 0.1% |
| 2 | 18 | 0.4% |
| 3 | 3 | 0.1% |
| 4 | 26 | |
| 5 | 7 | 0.2% |
| 6 | 28 | |
| 7 | 2 | < 0.1% |
| 8 | 20 | |
| 9 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 30988 | 1 | |
| 24028 | 1 | |
| 21900 | 1 | |
| 21730 | 1 | |
| 20072 | 1 | |
| 18164 | 1 | |
| 17568 | 1 | |
| 17285 | 1 | |
| 15100 | 1 | |
| 14234 | 1 |
bookable_hours_month
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 1857 |
|---|---|
| Distinct (%) | 40.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1201.9884 |
| Minimum | 0 |
|---|---|
| Maximum | 90136 |
| Zeros | 685 |
| Zeros (%) | 14.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 72.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 56 |
| median | 298 |
| Q3 | 1018 |
| 95-th percentile | 4746 |
| Maximum | 90136 |
| Range | 90136 |
| Interquartile range (IQR) | 962 |
Descriptive statistics
| Standard deviation | 3545.5071 |
|---|---|
| Coefficient of variation (CV) | 2.9497016 |
| Kurtosis | 179.63769 |
| Mean | 1201.9884 |
| Median Absolute Deviation (MAD) | 297 |
| Skewness | 10.741296 |
| Sum | 5585640 |
| Variance | 12570621 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 685 | 14.7% |
| 2 | 16 | 0.3% |
| 1 | 14 | 0.3% |
| 122 | 13 | 0.3% |
| 75 | 13 | 0.3% |
| 6 | 13 | 0.3% |
| 4 | 13 | 0.3% |
| 22 | 13 | 0.3% |
| 87 | 12 | 0.3% |
| 21 | 12 | 0.3% |
| Other values (1847) | 3843 |
| Value | Count | Frequency (%) |
| 0 | 685 | |
| 1 | 14 | 0.3% |
| 2 | 16 | 0.3% |
| 3 | 10 | 0.2% |
| 4 | 13 | 0.3% |
| 5 | 12 | 0.3% |
| 6 | 13 | 0.3% |
| 7 | 6 | 0.1% |
| 8 | 9 | 0.2% |
| 9 | 7 | 0.2% |
| Value | Count | Frequency (%) |
| 90136 | 1 | |
| 71670 | 1 | |
| 64858 | 1 | |
| 54226 | 1 | |
| 45741 | 1 | |
| 43588 | 1 | |
| 42360 | 1 | |
| 36284 | 1 | |
| 36170 | 1 | |
| 34948 | 1 |
active_calendars
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 221 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.185066 |
| Minimum | 0 |
|---|---|
| Maximum | 1096 |
| Zeros | 663 |
| Zeros (%) | 14.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 72.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 8 |
| Q3 | 20 |
| 95-th percentile | 79 |
| Maximum | 1096 |
| Range | 1096 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 51.008058 |
|---|---|
| Coefficient of variation (CV) | 2.4077366 |
| Kurtosis | 119.91957 |
| Mean | 21.185066 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 8.7840952 |
| Sum | 98447 |
| Variance | 2601.822 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 663 | 14.3% |
| 2 | 339 | 7.3% |
| 3 | 268 | 5.8% |
| 1 | 253 | 5.4% |
| 4 | 217 | 4.7% |
| 7 | 178 | 3.8% |
| 5 | 175 | 3.8% |
| 6 | 165 | 3.6% |
| 8 | 153 | 3.3% |
| 11 | 129 | 2.8% |
| Other values (211) | 2107 |
| Value | Count | Frequency (%) |
| 0 | 663 | |
| 1 | 253 | 5.4% |
| 2 | 339 | |
| 3 | 268 | |
| 4 | 217 | 4.7% |
| 5 | 175 | 3.8% |
| 6 | 165 | 3.6% |
| 7 | 178 | 3.8% |
| 8 | 153 | 3.3% |
| 9 | 122 | 2.6% |
| Value | Count | Frequency (%) |
| 1096 | 1 | |
| 1001 | 1 | |
| 788 | 1 | |
| 715 | 1 | |
| 684 | 1 | |
| 645 | 1 | |
| 571 | 1 | |
| 569 | 1 | |
| 537 | 1 | |
| 476 | 1 |
avg_price
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 1236 |
|---|---|
| Distinct (%) | 26.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3727.875 |
| Minimum | 0 |
|---|---|
| Maximum | 189473 |
| Zeros | 827 |
| Zeros (%) | 17.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 72.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 66 |
| median | 237 |
| Q3 | 685 |
| 95-th percentile | 1571.7 |
| Maximum | 189473 |
| Range | 189473 |
| Interquartile range (IQR) | 619 |
Descriptive statistics
| Standard deviation | 18948.799 |
|---|---|
| Coefficient of variation (CV) | 5.083003 |
| Kurtosis | 43.74238 |
| Mean | 3727.875 |
| Median Absolute Deviation (MAD) | 198 |
| Skewness | 6.4913164 |
| Sum | 17323435 |
| Variance | 3.59057 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 827 | 17.8% |
| 58 | 24 | 0.5% |
| 56 | 22 | 0.5% |
| 250 | 20 | 0.4% |
| 500 | 20 | 0.4% |
| 62 | 19 | 0.4% |
| 265 | 19 | 0.4% |
| 275 | 19 | 0.4% |
| 67 | 19 | 0.4% |
| 53 | 19 | 0.4% |
| Other values (1226) | 3639 |
| Value | Count | Frequency (%) |
| 0 | 827 | |
| 2 | 1 | < 0.1% |
| 3 | 2 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 2 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 19 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 189473 | 1 | |
| 188070 | 1 | |
| 180000 | 1 | |
| 171916 | 1 | |
| 170875 | 1 | |
| 169557 | 1 | |
| 163636 | 1 | |
| 162500 | 1 | |
| 162065 | 1 | |
| 160000 | 1 |
admin_bookings
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 1505 |
|---|---|
| Distinct (%) | 32.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 764.32343 |
| Minimum | 0 |
|---|---|
| Maximum | 82873 |
| Zeros | 785 |
| Zeros (%) | 16.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 72.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 25 |
| median | 196 |
| Q3 | 629 |
| 95-th percentile | 2815.5 |
| Maximum | 82873 |
| Range | 82873 |
| Interquartile range (IQR) | 604 |
Descriptive statistics
| Standard deviation | 2556.0134 |
|---|---|
| Coefficient of variation (CV) | 3.3441515 |
| Kurtosis | 329.16325 |
| Mean | 764.32343 |
| Median Absolute Deviation (MAD) | 196 |
| Skewness | 14.37708 |
| Sum | 3551811 |
| Variance | 6533204.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 785 | 16.9% |
| 1 | 42 | 0.9% |
| 2 | 20 | 0.4% |
| 7 | 20 | 0.4% |
| 9 | 20 | 0.4% |
| 25 | 19 | 0.4% |
| 10 | 18 | 0.4% |
| 3 | 17 | 0.4% |
| 6 | 16 | 0.3% |
| 12 | 16 | 0.3% |
| Other values (1495) | 3674 |
| Value | Count | Frequency (%) |
| 0 | 785 | |
| 1 | 42 | 0.9% |
| 2 | 20 | 0.4% |
| 3 | 17 | 0.4% |
| 4 | 16 | 0.3% |
| 5 | 16 | 0.3% |
| 6 | 16 | 0.3% |
| 7 | 20 | 0.4% |
| 8 | 16 | 0.3% |
| 9 | 20 | 0.4% |
| Value | Count | Frequency (%) |
| 82873 | 1 | |
| 56173 | 1 | |
| 44331 | 1 | |
| 35028 | 1 | |
| 30766 | 1 | |
| 30660 | 1 | |
| 30083 | 1 | |
| 29745 | 1 | |
| 25769 | 1 | |
| 24634 | 1 |
user_bookings
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 727 |
|---|---|
| Distinct (%) | 15.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 175.93673 |
| Minimum | 0 |
|---|---|
| Maximum | 12297 |
| Zeros | 648 |
| Zeros (%) | 13.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 72.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 7 |
| median | 37 |
| Q3 | 134 |
| 95-th percentile | 726.7 |
| Maximum | 12297 |
| Range | 12297 |
| Interquartile range (IQR) | 127 |
Descriptive statistics
| Standard deviation | 544.3772 |
|---|---|
| Coefficient of variation (CV) | 3.0941645 |
| Kurtosis | 135.03852 |
| Mean | 175.93673 |
| Median Absolute Deviation (MAD) | 37 |
| Skewness | 9.6771495 |
| Sum | 817578 |
| Variance | 296346.54 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 648 | 13.9% |
| 1 | 109 | 2.3% |
| 2 | 90 | 1.9% |
| 3 | 80 | 1.7% |
| 5 | 77 | 1.7% |
| 6 | 70 | 1.5% |
| 4 | 66 | 1.4% |
| 11 | 64 | 1.4% |
| 7 | 64 | 1.4% |
| 10 | 58 | 1.2% |
| Other values (717) | 3321 |
| Value | Count | Frequency (%) |
| 0 | 648 | |
| 1 | 109 | 2.3% |
| 2 | 90 | 1.9% |
| 3 | 80 | 1.7% |
| 4 | 66 | 1.4% |
| 5 | 77 | 1.7% |
| 6 | 70 | 1.5% |
| 7 | 64 | 1.4% |
| 8 | 58 | 1.2% |
| 9 | 41 | 0.9% |
| Value | Count | Frequency (%) |
| 12297 | 1 | |
| 9861 | 1 | |
| 8506 | 1 | |
| 8189 | 1 | |
| 7156 | 1 | |
| 6853 | 1 | |
| 6835 | 1 | |
| 6268 | 1 | |
| 6247 | 1 | |
| 6025 | 1 |
| specialization_id | city_id | fc_price | first_class_profiles | eligible_slots | premium | first_class_goal | available_slots | median_active_months | traffic_x | bookable_hours_month | active_calendars | avg_price | admin_bookings | user_bookings | country_code | is_listed | first_class_limit | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| specialization_id | 1.000 | 0.040 | 0.183 | 0.147 | 0.007 | -0.015 | 0.045 | -0.061 | 0.082 | 0.186 | 0.062 | 0.072 | 0.113 | 0.085 | 0.095 | 0.545 | 0.327 | 0.545 |
| city_id | 0.040 | 1.000 | 0.065 | 0.075 | -0.010 | -0.056 | -0.030 | -0.081 | 0.050 | 0.044 | 0.036 | 0.051 | 0.062 | 0.006 | -0.038 | 0.859 | 0.450 | 0.883 |
| fc_price | 0.183 | 0.065 | 1.000 | 0.321 | 0.036 | -0.037 | 0.093 | -0.148 | 0.211 | 0.182 | 0.160 | 0.058 | 0.587 | 0.138 | 0.119 | 0.427 | 0.089 | 0.200 |
| first_class_profiles | 0.147 | 0.075 | 0.321 | 1.000 | 0.431 | 0.338 | 0.599 | -0.006 | 0.088 | 0.445 | 0.480 | 0.507 | 0.267 | 0.438 | 0.417 | 0.075 | 0.454 | 0.048 |
| eligible_slots | 0.007 | -0.010 | 0.036 | 0.431 | 1.000 | 0.935 | 0.782 | 0.669 | -0.039 | 0.476 | 0.633 | 0.734 | 0.132 | 0.552 | 0.598 | 0.056 | 0.154 | 0.117 |
| premium | -0.015 | -0.056 | -0.037 | 0.338 | 0.935 | 1.000 | 0.812 | 0.769 | -0.043 | 0.467 | 0.556 | 0.673 | 0.045 | 0.532 | 0.601 | 0.057 | 0.130 | 0.112 |
| first_class_goal | 0.045 | -0.030 | 0.093 | 0.599 | 0.782 | 0.812 | 1.000 | 0.688 | 0.023 | 0.439 | 0.497 | 0.591 | 0.077 | 0.472 | 0.546 | 0.154 | 0.338 | 0.354 |
| available_slots | -0.061 | -0.081 | -0.148 | -0.006 | 0.669 | 0.769 | 0.688 | 1.000 | -0.077 | 0.232 | 0.301 | 0.407 | -0.127 | 0.282 | 0.388 | 0.153 | 0.161 | 0.243 |
| median_active_months | 0.082 | 0.050 | 0.211 | 0.088 | -0.039 | -0.043 | 0.023 | -0.077 | 1.000 | 0.112 | -0.018 | -0.025 | 0.078 | 0.054 | 0.010 | 0.211 | 0.441 | 0.299 |
| traffic_x | 0.186 | 0.044 | 0.182 | 0.445 | 0.476 | 0.467 | 0.439 | 0.232 | 0.112 | 1.000 | 0.341 | 0.499 | 0.196 | 0.471 | 0.630 | 0.091 | 0.175 | 0.133 |
| bookable_hours_month | 0.062 | 0.036 | 0.160 | 0.480 | 0.633 | 0.556 | 0.497 | 0.301 | -0.018 | 0.341 | 1.000 | 0.884 | 0.445 | 0.720 | 0.582 | 0.013 | 0.107 | 0.000 |
| active_calendars | 0.072 | 0.051 | 0.058 | 0.507 | 0.734 | 0.673 | 0.591 | 0.407 | -0.025 | 0.499 | 0.884 | 1.000 | 0.357 | 0.716 | 0.725 | 0.033 | 0.152 | 0.083 |
| avg_price | 0.113 | 0.062 | 0.587 | 0.267 | 0.132 | 0.045 | 0.077 | -0.127 | 0.078 | 0.196 | 0.445 | 0.357 | 1.000 | 0.354 | 0.334 | 0.431 | 0.064 | 0.237 |
| admin_bookings | 0.085 | 0.006 | 0.138 | 0.438 | 0.552 | 0.532 | 0.472 | 0.282 | 0.054 | 0.471 | 0.720 | 0.716 | 0.354 | 1.000 | 0.689 | 0.029 | 0.063 | 0.029 |
| user_bookings | 0.095 | -0.038 | 0.119 | 0.417 | 0.598 | 0.601 | 0.546 | 0.388 | 0.010 | 0.630 | 0.582 | 0.725 | 0.334 | 0.689 | 1.000 | 0.087 | 0.107 | 0.103 |
| country_code | 0.545 | 0.859 | 0.427 | 0.075 | 0.056 | 0.057 | 0.154 | 0.153 | 0.211 | 0.091 | 0.013 | 0.033 | 0.431 | 0.029 | 0.087 | 1.000 | 0.389 | 0.999 |
| is_listed | 0.327 | 0.450 | 0.089 | 0.454 | 0.154 | 0.130 | 0.338 | 0.161 | 0.441 | 0.175 | 0.107 | 0.152 | 0.064 | 0.063 | 0.107 | 0.389 | 1.000 | 0.089 |
| first_class_limit | 0.545 | 0.883 | 0.200 | 0.048 | 0.117 | 0.112 | 0.354 | 0.243 | 0.299 | 0.133 | 0.000 | 0.083 | 0.237 | 0.029 | 0.103 | 0.999 | 0.089 | 1.000 |
| country_code | specialization_id | city_id | specialization | specialization_en | city | fc_price | is_listed | first_class_profiles | eligible_slots | premium | first_class_limit | first_class_goal | available_slots | median_active_months | traffic_x | bookable_hours_month | active_calendars | avg_price | admin_bookings | user_bookings | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | ar | 72 | 1100 | Urólogo | urologist | Neuquén Capital | 2499.0 | TRUE | 1.0 | 1.0 | 1.0 | 10.0 | 1.0 | 0.0 | 8.0 | 408.0 | 8.0 | 2.0 | 0.0 | 0.0 | 37.0 |
| 1 | ar | 16 | 1042 | Médico clínico | clinician | Mendoza Capital | 9990.0 | TRUE | 1.0 | 1.0 | 1.0 | 10.0 | 1.0 | 0.0 | 51.0 | 227.0 | 75.0 | 3.0 | 0.0 | 109.0 | 63.0 |
| 2 | ar | 62 | 479 | Psicólogo | psychologist | Vicente López | 2499.0 | TRUE | 1.0 | 1.0 | 3.0 | 10.0 | 1.0 | 0.0 | 0.0 | 126.0 | 122.0 | 2.0 | 0.0 | 196.0 | 22.0 |
| 3 | ar | 45 | 1042 | Neurocirujano | neurosurgeon | Mendoza Capital | 9990.0 | TRUE | 1.0 | 0.0 | 1.0 | 10.0 | 1.0 | 0.0 | 53.0 | 126.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | ar | 62 | 1100 | Psicólogo | psychologist | Neuquén Capital | 4999.0 | TRUE | 1.0 | 1.0 | 3.0 | 10.0 | 1.0 | 0.0 | 49.0 | 957.0 | 3.0 | 1.0 | 3250.0 | 101.0 | 0.0 |
| 5 | ar | 65 | 1080 | Psiquiatra | psychiatrist | Oberá | 12990.0 | TRUE | 1.0 | 0.0 | 1.0 | 10.0 | 1.0 | 0.0 | 53.0 | 21.0 | 0.0 | 0.0 | 0.0 | 67.0 | 0.0 |
| 6 | ar | 62 | 35 | Psicólogo | psychologist | Bahía Blanca | 9990.0 | TRUE | 2.0 | 4.0 | 5.0 | 10.0 | 2.0 | 0.0 | 28.0 | 864.0 | 160.0 | 4.0 | 0.0 | 65.0 | 46.0 |
| 7 | ar | 55 | 1522 | Traumatólogo | orthopaedic surgeon | San Miguel de Tucumán | 9990.0 | TRUE | 1.0 | 2.0 | 2.0 | 10.0 | 1.0 | 0.0 | 53.0 | 617.0 | 86.0 | 2.0 | 0.0 | 0.0 | 49.0 |
| 8 | ar | 72 | 262 | Urólogo | urologist | Lanús Oeste | 2499.0 | FALSE | 1.0 | 1.0 | 1.0 | 10.0 | 1.0 | 0.0 | 7.0 | 2.0 | 17.0 | 3.0 | 875.0 | 4.0 | 25.0 |
| 9 | ar | 48 | 1522 | Nutricionista | nutritionist | San Miguel de Tucumán | 9990.0 | TRUE | 1.0 | 2.0 | 2.0 | 10.0 | 1.0 | 0.0 | 40.0 | 143.0 | 122.0 | 2.0 | 33.0 | 13.0 | 30.0 |
| country_code | specialization_id | city_id | specialization | specialization_en | city | fc_price | is_listed | first_class_profiles | eligible_slots | premium | first_class_limit | first_class_goal | available_slots | median_active_months | traffic_x | bookable_hours_month | active_calendars | avg_price | admin_bookings | user_bookings | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4771 | pl | 102 | 2843 | lekarz wykonujący zabiegi medycyny estetycznej | specialist in aesthetic medicine | Rudy | 199.0 | FALSE | 1.0 | 1.0 | 1.0 | 15.0 | 1.0 | 0.0 | 4.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4772 | pl | 102 | 606 | lekarz wykonujący zabiegi medycyny estetycznej | specialist in aesthetic medicine | Kościerzyna | 199.0 | FALSE | 1.0 | 1.0 | 1.0 | 15.0 | 1.0 | 0.0 | 2.0 | 12.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4773 | pl | 93 | 248 | psycholog | psychologist | Dąbrowa Górnicza | 299.0 | TRUE | 2.0 | 9.0 | 10.0 | 15.0 | 2.0 | 0.0 | 15.0 | 1186.0 | 123.0 | 8.0 | 184.0 | 804.0 | 79.0 |
| 4774 | pl | 134 | 1688 | protetyk stomatologiczny | prosthetist | Wrocław | 199.0 | FALSE | 1.0 | 1.0 | 1.0 | 15.0 | 1.0 | 0.0 | 6.0 | 412.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 |
| 4775 | pl | 152 | 236 | psychoterapeuta | psychotherapist | Człuchów | 199.0 | FALSE | 1.0 | 2.0 | 2.0 | 15.0 | 1.0 | 0.0 | 0.0 | 14.0 | 18.0 | 2.0 | 150.0 | 46.0 | 13.0 |
| 4776 | pl | 84 | 1710 | fizjoterapeuta | physiotherapist | Zabrze | 299.0 | TRUE | 1.0 | 4.0 | 4.0 | 15.0 | 1.0 | 0.0 | 38.0 | 314.0 | 297.0 | 6.0 | 148.0 | 301.0 | 249.0 |
| 4777 | pl | 61 | 1710 | internista | internist | Zabrze | 199.0 | FALSE | 0.0 | 8.0 | 15.0 | 15.0 | 1.0 | 1.0 | NaN | 76.0 | 20.0 | 4.0 | 181.0 | 9.0 | 14.0 |
| 4778 | pl | 103 | 1250 | stomatolog | dentist | Ruda Śląska | 299.0 | TRUE | 1.0 | 13.0 | 17.0 | 15.0 | 1.0 | 0.0 | 69.0 | 559.0 | 377.0 | 11.0 | 333.0 | 937.0 | 259.0 |
| 4779 | pl | 184 | 1710 | fizjoterapeuta dziecięcy | pediatric physiotherapist | Zabrze | 199.0 | FALSE | 1.0 | 1.0 | 1.0 | 15.0 | 1.0 | 0.0 | 9.0 | 38.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4780 | pl | 81 | 1640 | psychiatra | psychiatrist | Wieliczka | 299.0 | TRUE | 1.0 | 1.0 | 1.0 | 15.0 | 1.0 | 0.0 | 46.0 | 168.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |